import sqlite3
import sys
from PyQt5.QtCore import QByteArray, Qt
from PyQt5.QtGui import QIcon, QPixmap
from PyQt5.QtWidgets import (QApplication, QMainWindow, QWidget, QVBoxLayout, QPushButton,
                             QStackedWidget, QAction, QDialog, QLabel, QSpinBox, QSizePolicy, QScrollArea)

from chatbot import ChatBotWindow
from database import init_db
from paper_list import PaperListWidget
from papers_dialog import PaperCreateWidget
from questiot_dialog import QuestionListWidget, QuestionEditWidget
from study_mode import StudyModeWidget
from styles import get_light_mode_stylesheet, get_dark_mode_stylesheet, get_ini_stylesheet, get_help


class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()
        self.setWindowTitle("白光题集 V 1.9.5")
        self.setMinimumSize(1000, 900)
        base64_icon = "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"
        icon_data = QByteArray.fromBase64(base64_icon.encode())
        pixmap = QPixmap()
        if pixmap.loadFromData(icon_data):
            self.setWindowIcon(QIcon(pixmap))
        else:
            print("Failed to load icon from data")

        # 初始化数据库
        init_db()
        # 创建主部件
        self.main_widget = QWidget()
        self.setCentralWidget(self.main_widget)

        # TODO 页面切换位置在此处决定
        # 创建堆栈布局
        self.stack = QStackedWidget()

        # 创建题目列表页
        self.list_widget = QuestionListWidget(self)
        # 创建题目编辑页
        self.edit_widget = QuestionEditWidget(self)
        # 创建创建刷题模式页
        self.study_widget = StudyModeWidget(self)
        # 创建组卷功能模块页
        self.paper_create = PaperCreateWidget(self)
        # 创建组卷列表模块页
        self.paper_list = PaperListWidget(self)
        # 创建AI页
        self.AI_widget = ChatBotWindow(self)

        # 堆栈布局顺序 0 1 2 3 4 .......
        self.stack.addWidget(self.list_widget) # 0
        self.stack.addWidget(self.edit_widget) # 1
        self.stack.addWidget(self.study_widget) # 2
        self.stack.addWidget(self.paper_create) # 3
        self.stack.addWidget(self.paper_list)  # 4
        self.stack.addWidget(self.AI_widget)  # 5
        # 在菜单或工具栏添加刷题模式入口
        self.create_menusAndActions()

        # 主布局
        layout = QVBoxLayout()
        layout.addWidget(self.stack, 1)  # 添加伸缩因子参数
        self.main_widget.setLayout(layout)
        self.load_settings()

    def show_list(self):
        self.stack.setCurrentIndex(0)
        self.list_widget.search_questions()

    def show_edit(self):
        self.stack.setCurrentIndex(1)
    def refresh_question_list(self):
        self.list_widget.search_questions()
    def create_menusAndActions(self):
        menubar = self.menuBar()

        data_menu = menubar.addMenu("数据模块")

        self.data_list = QAction("题目列表", self)
        self.data_list.triggered.connect(self.show_data_list)
        data_menu.addAction(self.data_list)

        self.data_putIn = QAction("题目录入", self)
        self.data_putIn.triggered.connect(self.show_data_putIn)
        data_menu.addAction(self.data_putIn)

        study_menu = menubar.addMenu("学习模块")

        self.study_learn = QAction("刷题模式", self)
        self.study_learn.triggered.connect(self.show_study_learn)
        study_menu.addAction(self.study_learn)

        paper_menu = menubar.addMenu("组卷模块")
        paper_create_action = QAction("快速组卷", self)
        paper_create_action.triggered.connect(lambda: self.stack.setCurrentIndex(3))
        paper_menu.addAction(paper_create_action)

        paper_list_action = QAction("试卷列表", self)
        paper_list_action.triggered.connect(lambda: self.stack.setCurrentIndex(4))
        paper_menu.addAction(paper_list_action)

        test_menu = menubar.addMenu("测试模块(未完)")
        mark_menu = menubar.addMenu("批改模块(未完)")

        settings_menu = self.menuBar().addMenu("界面设置")

        self.settings_font = QAction("字体大小", self)
        self.settings_font.triggered.connect(self.show_settings_font)
        settings_menu.addAction(self.settings_font)

        # 新增暗夜模式选项
        self.settings_dark_mode = QAction("暗夜模式", self, checkable=True)
        self.settings_dark_mode.triggered.connect(self.toggle_dark_mode)
        settings_menu.addAction(self.settings_dark_mode)

        # 新增帮助菜单
        help_menu = menubar.addMenu("帮助")
        self.about_action = QAction("关于", self)
        self.about_action.triggered.connect(self.show_about_dialog)
        help_menu.addAction(self.about_action)

        self.AI_action = QAction("AI伴侣", self)
        self.AI_action.triggered.connect(lambda: self.stack.setCurrentIndex(5))
        help_menu.addAction(self.AI_action)

    def toggle_dark_mode(self, checked):
        self.dark_mode_enabled = checked
        self.apply_stylesheet()

        # 保存设置到数据库
        conn = sqlite3.connect('data/questions.db')
        c = conn.cursor()
        c.execute("INSERT OR REPLACE INTO user_settings VALUES (?, ?)",
                  ('dark_mode', '1' if self.dark_mode_enabled else '0'))
        conn.commit()
        conn.close()

    def show_data_list(self):
        self.stack.setCurrentIndex(0)
        self.list_widget.search_questions()

    def show_data_putIn(self):
        self.stack.setCurrentIndex(1)

    def show_study_learn(self):
        self.stack.setCurrentIndex(2)

    def show_settings_font(self):
        dialog = QDialog(self)
        dialog.setWindowTitle("字体大小")
        layout = QVBoxLayout()
        spinbox = QSpinBox()
        spinbox.setRange(12, 30)
        spinbox.setValue(int(self.current_font_size))
        btn = QPushButton("保存")
        btn.clicked.connect(lambda: self.save_font_size(spinbox.value()))
        layout.addWidget(QLabel("设置范围 (12-30px):       "))
        layout.addWidget(spinbox)
        layout.addWidget(btn)
        dialog.setLayout(layout)
        dialog.exec_()

    def save_font_size(self, size):
        conn = sqlite3.connect('data/questions.db')
        c = conn.cursor()
        c.execute("INSERT OR REPLACE INTO user_settings VALUES (?, ?)",
                  ('font_size', str(size)))
        conn.commit()
        conn.close()
        self.load_settings()  # 重新加载设置

    def load_settings(self):
        conn = sqlite3.connect('data/questions.db')
        c = conn.cursor()
        c.execute("SELECT value FROM user_settings WHERE key='font_size'")
        result = c.fetchone()
        self.current_font_size = result[0] if result else 20

        c.execute("SELECT value FROM user_settings WHERE key='dark_mode'")
        result = c.fetchone()
        self.dark_mode_enabled = result[0] == '1' if result else False

        conn.close()
        self.apply_stylesheet()

    def apply_stylesheet(self):
        if self.dark_mode_enabled:
            app.setStyleSheet(get_light_mode_stylesheet(self.current_font_size))
        else:
            app.setStyleSheet(get_dark_mode_stylesheet(self.current_font_size))

    def show_about_dialog(self):
        about_dialog = QDialog(self)
        about_dialog.setWindowTitle("关于 白光题集")
        about_dialog.setFixedSize(700, 700)
        layout = QVBoxLayout()

        content = get_help()
        label = QLabel(content)
        label.setWordWrap(True)
        label.setContentsMargins(20, 20, 20, 20)

        scroll_area = QScrollArea()
        scroll_area.setWidgetResizable(True)
        scroll_area.setWidget(label)
        layout.addWidget(scroll_area)

        ok_btn = QPushButton("确定")
        ok_btn.clicked.connect(about_dialog.accept)
        layout.addWidget(ok_btn, alignment=Qt.AlignCenter)

        about_dialog.setLayout(layout)
        about_dialog.exec_()


if __name__ == "__main__":
    app = QApplication(sys.argv)
    app.setStyleSheet(get_ini_stylesheet())
    app.setStyle("Fusion")
    window = MainWindow()
    window.show()
    # window.showMaximized()
    sys.exit(app.exec_())
